Machine Learning and Brain Computer Interface -- A New Framework for Machine Learning -- Bilevel Optimization and Machine Learning -- Bayesian Ying Yang System, Best Harmony Learning, and Gaussian Manifold Based Family -- The Berlin Brain-Computer Interface -- Basic Scheme of Neuroinformatics Platform: XooNIps -- Fuzzy Modeling and Control -- Collaborative Architectures of Fuzzy Modeling -- Information Fusion for Man-Machine Cooperation -- Bio-inspired Self-Organizing Relationship Network as Knowledge Acquisition Tool and Fuzzy Inference Engine -- Type-2 Fuzzy Logic Controllers: A Way Forward for Fuzzy Systems in Real World Environments -- Computational Evolution -- The Burden of Proof: Part II -- Evolution of Altruistic Robots -- Simulated Evolution under Multiple Criteria Conditions Revisited -- Handling Uncertainties in Evolutionary Multi-Objective Optimization -- Applications -- VCV2 – Visual Cluster Validity -- Data Management by Self-Organizing Maps -- Cocktail Party Processing -- Similarities in Fuzzy Data Mining: From a Cognitive View to Real-World Applications -- Attaining Fault Tolerance through Self-adaption: The Strengths and Weaknesses of Evolvable Hardware Approaches.